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@RubixML

Rubix

Machine Learning and Deep Learning for the PHP language.

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  1. ML Public

    A high-level machine learning and deep learning library for the PHP language.

    PHP 1.7k 135

  2. Tensor Public

    A library and extension that provides objects for scientific computing in PHP.

    PHP 145 17

  3. MNIST Public template

    Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

    PHP 27 8

  4. Sentiment Public template

    An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

    PHP 69 9

  5. Housing Public template

    An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

    PHP 40 17

  6. Credit Public template

    An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

    PHP 19 10

Repositories

  • ML Public

    A high-level machine learning and deep learning library for the PHP language.

  • Churn Public

    Detect unhappy customers with Naive Bayes and 19 categorical features.

    PHP 4 MIT 0 0 0 Updated Oct 18, 2022
  • Signatures Public

    Digital signatures made by humans.

    2 0 0 0 Updated Oct 6, 2022
  • Extras Public

    Experimental features for the Rubix ML library.

    PHP 8 MIT 5 1 0 Updated Oct 3, 2022
  • MNIST Public template

    Handwritten digit recognizer using a feed-forward neural network and the MNIST dataset of 70,000 human-labeled handwritten digits.

    PHP 27 MIT 8 1 0 Updated Jun 4, 2022
  • Colors Public template

    Demonstrating unsupervised clustering using the K Means algorithm and synthetic color data.

    PHP 11 MIT 2 0 0 Updated Apr 29, 2022
  • Credit Public template

    An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

    PHP 19 MIT 10 0 0 Updated Apr 29, 2022
  • Divorce Public template

    Use the K Nearest Neighbors algorithm to predict the probability of a divorce with high accuracy.

    PHP 7 MIT 10 0 0 Updated Apr 29, 2022
  • Dota2 Public

    Build a classifier to predict the outcome of Dota 2 games with the Naive Bayes algorithm and results from 102,944 sample games.

    PHP 7 MIT 2 0 0 Updated Apr 29, 2022
  • HAR Public template

    Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.

    PHP 19 MIT 6 0 0 Updated Apr 29, 2022